The pawn shop door clanged shut behind her, the sound echoing in the stale air. A sense of weary resignation settled over her, a heavy shroud she couldn’t seem to shake. The job interview had gone badly. Her bills were overdue. The future stretched before her, a vast and intimidating wasteland. She felt… subdued.

She ran a hand through her hair, her fingers tangling in the strands. The shop was a collection of lost hopes and forgotten dreams. She felt a sense of melancholy as she looked at the items in the display cases.

Suddenly, her vision narrowed. Her grandmother's ring. Nestled between a chipped teacup and a broken music box, there it was. She felt a cold dread creep through her, a chilling reminder of all that had been and all that was lost.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240